Kiran Vajapey
HCI Developer
Figure Eight
location_on United States
Member since 5 years
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Kiran Vajapey
Specialises In (based on submitted proposals)
- Designer, product architect, full stack engineer, professional student -
I build products that help people solve problems. As a developer I am goal oriented and believe in road mapping, failing fast, and user feedback. I have built numerous products from the ground up, always making sure to test small iterations and be aware of my target audience. The best product is one that people use.
I believe that learning is an ongoing process and seek out knowledge in any setting. I strive to be the odd man out, continuously surrounding myself with individuals who are smarter than me. This allows me to observe people and learn from those with more experience.
Beyond that I love cars, travel, and feel like summaries put people in a box. Feel free to connect, I am always happy to chat!
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keyboard_arrow_downIntroduction to Active Learning
Dr. Jennifer PrendkiVP of Machine LearningFigure Eight
Kiran VajapeyHCI DeveloperFigure Eightschedule 5 years ago
480 Mins
Workshop
Intermediate
The greatest challenge when building high performance model isn't about choosing the right algorithm or doing hyperparameter tuning: it is about getting high quality labeled data. Without good data, no algorithm, even the most sophisticated one, will deliver the results needed for real-life applications. And with most modern algorithms (such as Deep Learning models) requiring huge amounts of data to train, things aren't going to get better any time soon.
Active Learning is one of the possible solutions to this dilemma, but is, quite surprisingly, left out of most Data Science conferences and Computer Science curricula. This workshop is hoping to address the lack of awareness of the Machine Learning community for the important topic of Active Learning.
Link to data used in this course: https://s3-us-west-1.amazonaws.com/figure-eight-dataset/active_learning_odsc_india/Active_Learning_Workshop_data.zip
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